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  • Data Mining

Data Mining Courses

Data mining courses can help you learn data preprocessing, pattern recognition, and predictive modeling techniques. You can build skills in clustering, classification, and anomaly detection, that support extracting meaningful insights from large datasets. Many courses introduce tools like Python, R, and SQL, along with software such as RapidMiner and Weka, to help you apply these skills in real-world data analysis projects.

Popular Data Mining Courses and Certifications


  • U

    University of Colorado System

    Design and Analyze Secure Networked Systems

    Skills you'll gain: Public Key Infrastructure, Cybersecurity, Information Systems Security, Data Security, Cyber Attacks, Information Assurance, Network Security, Risk Management Framework, Security Controls, Cryptography, Cryptographic Protocols, Key Management, Security Engineering, Threat Modeling, Security Management, Authorization (Computing), Encryption, Email Security, Data Integrity, Authentications

    3.9 stars, 242 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 3.9 (242) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Elasticsearch: Build, Query & Optimize with ELK

    Skills you'll gain: Real Time Data, Kibana, Query Languages, Data Modeling, Distributed Computing, SQL, NoSQL, Application Programming Interface (API), Scalability, Performance Tuning, System Configuration, Geospatial Information and Technology, Document Management

    5 stars, 18 reviews, Mixed, Course, 1 - 3 Months

    ★ 5 (18) · Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • E

    Edureka

    Neural Networks and Computer Vision Foundations

    Skills you'll gain: Computer Vision, Image Analysis, Model Evaluation, Convolutional Neural Networks, Model Optimization, Artificial Neural Networks, Model Training, PyTorch (Machine Learning Library), Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Applied Machine Learning, Transfer Learning, Machine Learning, Recurrent Neural Networks (RNNs), Artificial Intelligence, NumPy, Python Programming, Matplotlib, Data Visualization, Data Science

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • C

    Coursera

    Train, Tune, & Ship: End-to-End Machine Learning Engineering

    Skills you'll gain: Model Training, Fine-tuning, Model Evaluation, Model Optimization, Machine Learning Methods, Predictive Modeling, Tensorflow, Statistical Machine Learning, MLOps (Machine Learning Operations), Computer Vision, Applied Machine Learning, Performance Testing, Transfer Learning, Feature Engineering, Scikit Learn (Machine Learning Library), Verification And Validation, Network Architecture, Deep Learning, Benchmarking, PyTorch (Machine Learning Library)

    Intermediate · Specialization · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • U

    University at Buffalo

    Advanced Manufacturing Enterprise

    Skills you'll gain: Product Lifecycle Management, Performance Measurement, Manufacturing Operations, Supply Chain Management, Manufacturing and Production, Operations Management, Enterprise Resource Planning, Production Planning, Material Requirements Planning, Data Integration, Business Process Management, Data Collection, Digital Transformation, Data Security, Enterprise Application Management, Data Management, Decision Making

    4.6 stars, 645 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.6 (645) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • M

    Meta

    Back-End Developer Capstone

    Skills you'll gain: Back-End Web Development, Django (Web Framework), Version Control, Git (Version Control System), API Testing, Web Development, Authentications, API Design, Application Development, Application Programming Interface (API), Restful API, Unit Testing, Test Tools, Database Development, MySQL, User Accounts, Web Applications, Databases

    4.6 stars, 186 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.6 (186) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Pontificia Universidad Católica de Chile

    Planificación y gestión estratégica para Pymes

    Skills you'll gain: Customer Acquisition Management, Sales Management, Customer Relationship Management, Financial Data, Strategic Planning, Financial Statement Analysis, Financial Analysis, Business Modeling, Customer Analysis, Business Planning, Business Strategies, Business Strategy, Financial Acumen, Sales Strategy, Strategic Decision-Making, Small Business Accounting, Accounting, Entrepreneurship, Corporate Strategy, Decision Making

    4.9 stars, 1K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.9 (1K) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • U

    University of Colorado Boulder

    Social Media Advertising

    Skills you'll gain: Social Media, Social Media Campaigns, Social Media Marketing, Social Media Strategy, Content Performance Analysis, Advertising Campaigns, Online Advertising, Advertising, Social Media Management, Target Audience, Social Media Analytics, Meta Ads Manager, Digital Advertising, Paid media, Social Media Content, Campaign Management, Performance marketing, Data Ethics, Instagram, Digital Analysis

    4.6 stars, 334 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.6 (334) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Packt

    Financial Analysis with ARIMA and Time Series Forecasting

    Skills you'll gain: Time Series Analysis and Forecasting, Applied Machine Learning, Financial Forecasting, Statistical Machine Learning, Statistical Analysis, Machine Learning, Trend Analysis, Financial Data, Financial Modeling, Model Evaluation, Forecasting, Jupyter, Predictive Modeling, Regression Analysis, Finance, GitHub, Statistical Modeling, Data Transformation

    Intermediate · Course · 1 - 3 Months

  • U

    University of Illinois Urbana-Champaign

    Machine Learning for Accounting with Python

    Skills you'll gain: Model Evaluation, Machine Learning Algorithms, Model Optimization, Scikit Learn (Machine Learning Library), Model Training, Unsupervised Learning, Text Mining, Time Series Analysis and Forecasting, Pandas (Python Package), Classification Algorithms, Machine Learning, Applied Machine Learning, Supervised Learning, Predictive Modeling, Unstructured Data, Feature Engineering, Jupyter, Regression Analysis, Data Preprocessing, Python Programming

    4.6 stars, 45 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.6 (45) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • E

    Erasmus University Rotterdam

    Qualitative Comparative Analysis (QCA)

    Skills you'll gain: Qualitative Research, Research Design, Science and Research, Report Writing, Research Reports, Scientific Methods, Research, Research Methodologies, Social Sciences, Data Analysis Software, Case Studies

    4.8 stars, 165 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.8 (165) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • P

    Peking University

    Bioinformatics: Introduction and Methods 生物信息学: 导论与方法

    Skills you'll gain: Bioinformatics, Life Sciences, Molecular Biology, Biology, Data Mapping, Data Analysis Software, Predictive Analytics, Machine Learning Algorithms, Data Processing, Analysis

    4.4 stars, 287 reviews, Mixed, Course, 3 - 6 Months

    ★ 4.4 (287) · Mixed · Course · 3 - 6 Months

    Category: Preview
    Preview
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In summary, here are 10 of our most popular data mining courses

  • Design and Analyze Secure Networked Systems: University of Colorado System
  • Elasticsearch: Build, Query & Optimize with ELK: EDUCBA
  • Neural Networks and Computer Vision Foundations: Edureka
  • Train, Tune, & Ship: End-to-End Machine Learning Engineering: Coursera
  • Advanced Manufacturing Enterprise: University at Buffalo
  • Back-End Developer Capstone: Meta
  • Planificación y gestión estratégica para Pymes: Pontificia Universidad Católica de Chile
  • Social Media Advertising: University of Colorado Boulder
  • Financial Analysis with ARIMA and Time Series Forecasting: Packt
  • Machine Learning for Accounting with Python: University of Illinois Urbana-Champaign

Skills you can learn in Machine Learning

Python Programming (33)
Tensorflow (32)
Deep Learning (30)
Artificial Neural Network (24)
Big Data (18)
Statistical Classification (17)
Reinforcement Learning (13)
Algebra (10)
Bayesian (10)
Linear Algebra (10)
Linear Regression (9)
Numpy (9)

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